{"id":"W2085701252","doi":"10.1086/502023","title":"Morbidity, Mortality, and Healthcare Burden of Nosocomial <i>Clostridium Difficile</i> -Associated Diarrhea in Canadian Hospitals","year":2002,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":195,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada; McGill University; Hôpital de l'Enfant-Jésus; Jewish General Hospital","funders":"","keywords":"Clostridium difficile; Diarrhea; Medicine; Intensive care medicine; Health care; Clostridium Infections; C difficile; Emergency medicine; Microbiology; Internal medicine; Antibiotics; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004609294,0.0003920124,0.0003202333,0.000966635,0.001503019,0.0007781242,0.0007959396,0.0003851451,0.001068481],"category_scores_gemma":[0.002452719,0.0002531769,0.0003618199,0.002047577,0.0004509442,0.0003005459,0.0005335349,0.0004668254,0.00008964676],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01416793,"about_ca_system_score_gemma":0.0113953,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9620628,"about_ca_topic_score_gemma":0.9686903,"domain_scores_codex":[0.9990595,0.00007880841,0.00004065877,0.00009005251,0.0003570093,0.0003739902],"domain_scores_gemma":[0.9984449,0.00007608875,0.0005289232,0.00002739819,0.0005442054,0.0003785202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007430152,0.0000163229,0.9949189,0.00003640498,0.00004229045,0.00006534849,0.0001288514,0.0001106929,0.0001095339,0.00003818693,0.0009942732,0.003464918],"study_design_scores_gemma":[0.000006661034,0.00002124878,0.9991854,0.00002243942,0.00001353673,0.00006818973,0.0002001514,0.0001698735,0.00002137575,0.000007955778,0.0002789483,0.000004204693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939242,0.001431408,0.00006378353,0.0005791338,0.00001255439,0.00002172349,0.002591082,0.000008394616,0.001367628],"genre_scores_gemma":[0.9976986,0.0007029898,0.00009792973,0.00007772966,0.00001305736,0.000006743979,0.001234824,0.000001580223,0.0001665615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9858321,"threshold_uncertainty_score":0.102796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.045425251133075,"score_gpt":0.3301270944174428,"score_spread":0.2847018432843678,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}